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NormaStream: streaming time-series forecasting without backpropagation or gradient training - closed-form ridge init + online RLS/Woodbury adaptation, with an optional fixed complex-valued LRU reservoir (NormaRC) for longer temporal memory.
Closed-form nth-prime estimator built on invariant-normalization logic, with deterministic refinement and exact benchmarks across a contract grid spanning n = 10^2 to 10^24.